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AI and the new era of maintenance

Friday, October 23, 2026
12:00 PM - 1:00 PM ET | 6:00 PM - 7:00 PM CEST

Friday, October 23, 2026
12:00 PM - 1:00 PM ET | 6:00 PM - 7:00 PM CEST

AI is reshaping maintenance in asset-heavy industries, not simply by predicting failures, but by enabling better decisions across day-to-day maintenance and high-stakes outages.

Join McKinsey experts and industry leaders to explore where digital and AI are creating value in maintenance today, and what it takes to translate that potential into sustained impact at scale. The session will examine how organizations are rethinking their operating models to accelerate digital innovation and adoption, while exploring how the next generation of AI could reshape asset performance.

Key discussion topics

  • How organizations can enable digital innovation, adoption, and impact at scale
  • How digital and AI can support decisions on outage intervals, scope, schedules, and execution
  • How integrated data can create a more holistic view of asset health and help prioritize routine and outage work
  • How the next generation of AI could reshape maintenance and asset performance

Presenter IconSpeakers

Key Speakers

Patrick_Neise

Patrick Neise

Partner

Bill

Bill McDonnell

Associate Partner

Mustafa

Mustafa Sattar

Associate Partner

Daniel

Daniel Araneda

Expert Associate Partner

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